Articles, guides and perspectives from the NAITEC Digital team
Australia’s AI Technical Standard and Digital Performance Standard point to the same lesson: live AI needs both model-health evidence and service-outcome evidence, joined by owners, thresholds, feedback loops and incident action.
Under Australia's updated responsible-use AI policy, in-scope use cases need impact assessment from design through deployment. Delivery teams should bind the assessment to owners, registers, controls and re-validation — not paperwork after the demo.
Current ASD/ACSC guidance highlights data supply-chain risk, poisoning and drift across the AI lifecycle. Government teams need versioned, testable data pipelines — not only model and prompt controls.
New Australian Government guidance favours managed, risk-based access to public generative AI over blanket prohibition. The hard part is designing the information, identity, review and records controls around real work.
For government teams moving an AI proof of concept to production, a controlled pilot tests real users, safeguards and service ownership before launch.
Asana says AI agents removed a five-year testing migration backlog in two weeks. The useful lesson for businesses is not the headline speed: it is the codebase, testing, CI and review harness that made the work verifiable.
The DTA’s new Agentic AI addendum turns broad AI principles into practical engineering controls. Here’s what government delivery teams should build before giving agents more autonomy.
GitHub’s latest Copilot code-review capabilities can apply repository-specific skills and read-only delivery context. Here’s how to turn that into a useful, governed review gate rather than another stream of generic comments.
AI can genuinely speed up software delivery — but only where it's used with discipline. Here's where AI pays off in development (testing, code review, refactoring, error triage), where it goes wrong, and how to automate it safely.
Robo Raven and the Ancient Relics is an online safety game commissioned by the Australian eSafety Commissioner and built by NAITEC Digital for its Mighty Heroes series.
GovCMS is built for Drupal — so what happens when your government project needs Angular, React, or a full PWA? Here's how we deployed a single-page application on GovCMS SaaS for the eSafety Commissioner.
GovCMS Drupal upgrades happen regularly — and they will break things. Here's what agencies need to know about the upgrade process, what can go wrong, and how to prepare before the cutover window opens.
The Future of AI Integration and why Every Website Needs an AI API Endpoint.
Getting customers is just the first step. Retaining them is where the real growth happens.
In a world where data is the new currency, protecting your customers' information isn't just good practice—it's the law.
In today's online world, security and speed are non-negotiable for your digital presence.
Every business has weak points, but identifying them isn't always easy.
Customer expectations are higher than ever. They want answers—and they want them fast.
Running a business is hard work, especially when repetitive tasks eat up valuable time.
In today's digital-first world, showing up online is non-negotiable.
As your business grows, so do the demands on your digital infrastructure.
A website isn't just about how it looks—it's about how it works.
Accessibility is about inclusivity, ensuring your website can be used by everyone, including people with disabilities.
